EP3951718A4 - Automatic human body parameter generation method based on machine learning - Google Patents
Automatic human body parameter generation method based on machine learning Download PDFInfo
- Publication number
- EP3951718A4 EP3951718A4 EP19930004.7A EP19930004A EP3951718A4 EP 3951718 A4 EP3951718 A4 EP 3951718A4 EP 19930004 A EP19930004 A EP 19930004A EP 3951718 A4 EP3951718 A4 EP 3951718A4
- Authority
- EP
- European Patent Office
- Prior art keywords
- human body
- machine learning
- method based
- generation method
- parameter generation
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 238000010801 machine learning Methods 0.000 title 1
- 238000000034 method Methods 0.000 title 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T17/00—Three dimensional [3D] modelling, e.g. data description of 3D objects
- G06T17/20—Finite element generation, e.g. wire-frame surface description, tesselation
- G06T17/205—Re-meshing
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F30/00—Computer-aided design [CAD]
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T17/00—Three dimensional [3D] modelling, e.g. data description of 3D objects
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T17/00—Three dimensional [3D] modelling, e.g. data description of 3D objects
- G06T17/10—Constructive solid geometry [CSG] using solid primitives, e.g. cylinders, cubes
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/60—Analysis of geometric attributes
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/60—Type of objects
- G06V20/64—Three-dimensional objects
- G06V20/653—Three-dimensional objects by matching three-dimensional models, e.g. conformal mapping of Riemann surfaces
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2210/00—Indexing scheme for image generation or computer graphics
- G06T2210/16—Cloth
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Geometry (AREA)
- Software Systems (AREA)
- Computer Graphics (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Evolutionary Computation (AREA)
- General Engineering & Computer Science (AREA)
- Multimedia (AREA)
- Human Computer Interaction (AREA)
- Computer Hardware Design (AREA)
- Artificial Intelligence (AREA)
- Data Mining & Analysis (AREA)
- Medical Informatics (AREA)
- Computing Systems (AREA)
- Mathematical Physics (AREA)
- Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
- Electrically Operated Instructional Devices (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201910414893.7A CN110135078B (en) | 2019-05-17 | 2019-05-17 | Human body parameter automatic generation method based on machine learning |
PCT/CN2019/105296 WO2020232917A1 (en) | 2019-05-17 | 2019-09-11 | Automatic human body parameter generation method based on machine learning |
Publications (2)
Publication Number | Publication Date |
---|---|
EP3951718A1 EP3951718A1 (en) | 2022-02-09 |
EP3951718A4 true EP3951718A4 (en) | 2022-04-27 |
Family
ID=67571237
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
EP19930004.7A Pending EP3951718A4 (en) | 2019-05-17 | 2019-09-11 | Automatic human body parameter generation method based on machine learning |
Country Status (4)
Country | Link |
---|---|
US (1) | US20220058874A1 (en) |
EP (1) | EP3951718A4 (en) |
CN (1) | CN110135078B (en) |
WO (1) | WO2020232917A1 (en) |
Families Citing this family (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN110135078B (en) * | 2019-05-17 | 2023-03-14 | 浙江凌迪数字科技有限公司 | Human body parameter automatic generation method based on machine learning |
Citations (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2017129827A1 (en) * | 2016-01-29 | 2017-08-03 | MAX-PLANCK-Gesellschaft zur Förderung der Wissenschaften e.V. | Crowdshaping realistic 3d avatars with words |
Family Cites Families (15)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101013481A (en) * | 2007-02-09 | 2007-08-08 | 浙江理工大学 | Female body classification and identification method |
US9251591B2 (en) * | 2010-12-01 | 2016-02-02 | Cornell University | Body shape analysis method and system |
CN103886115B (en) * | 2012-12-20 | 2016-12-28 | 上海工程技术大学 | The foundation of a kind of three-dimensional virtual human platform based on different building shape and call method thereof |
CN103886117B (en) * | 2012-12-20 | 2016-08-24 | 上海工程技术大学 | A kind of improve the method for virtual human body modeling accuracy in three-dimensional fitting software |
US9900722B2 (en) * | 2014-04-29 | 2018-02-20 | Microsoft Technology Licensing, Llc | HRTF personalization based on anthropometric features |
US10818062B2 (en) * | 2016-01-29 | 2020-10-27 | Max-Planck-Gesellschaft Zur Förderung D. Wissenschaften E.V. | Crowdshaping realistic 3D avatars with words |
CN107154071A (en) * | 2016-03-02 | 2017-09-12 | 南京航空航天大学 | The method that Case-based Reasoning generates individual face body Model according to anthropological measuring size data |
CN106933976B (en) * | 2017-02-14 | 2020-09-18 | 深圳奥比中光科技有限公司 | Method for establishing human body 3D net model and application thereof in 3D fitting |
CN107095378A (en) * | 2017-05-05 | 2017-08-29 | 温州法派服饰有限公司 | A kind of intelligent bust assay method |
CN107194987B (en) * | 2017-05-12 | 2021-12-10 | 西安蒜泥电子科技有限责任公司 | Method for predicting human body measurement data |
CN107491613A (en) * | 2017-08-23 | 2017-12-19 | 济南爱编织信息科技有限公司 | A kind of method and apparatus for drawing human clothing's prototype figure |
CN107818318B (en) * | 2017-11-27 | 2020-05-22 | 华南理工大学 | Humanoid robot simulation similarity evaluation method |
CN108009577A (en) * | 2017-11-29 | 2018-05-08 | 南京工业大学 | Method for realizing virtual fitting mirror |
CA3042819A1 (en) * | 2018-05-09 | 2019-11-09 | Postureco, Inc. | Method and system for postural analysis and measuring anatomical dimensions from a digital image using machine learning |
CN110135078B (en) * | 2019-05-17 | 2023-03-14 | 浙江凌迪数字科技有限公司 | Human body parameter automatic generation method based on machine learning |
-
2019
- 2019-05-17 CN CN201910414893.7A patent/CN110135078B/en active Active
- 2019-09-11 EP EP19930004.7A patent/EP3951718A4/en active Pending
- 2019-09-11 WO PCT/CN2019/105296 patent/WO2020232917A1/en unknown
-
2021
- 2021-11-05 US US17/520,595 patent/US20220058874A1/en not_active Abandoned
Patent Citations (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2017129827A1 (en) * | 2016-01-29 | 2017-08-03 | MAX-PLANCK-Gesellschaft zur Förderung der Wissenschaften e.V. | Crowdshaping realistic 3d avatars with words |
Non-Patent Citations (2)
Title |
---|
See also references of WO2020232917A1 * |
STEPHAN STREUBER ET AL: "Body talk", ACM TRANSACTIONS ON GRAPHICS, ACM, NY, US, vol. 35, no. 4, 11 July 2016 (2016-07-11), pages 1 - 14, XP058275866, ISSN: 0730-0301, DOI: 10.1145/2897824.2925981 * |
Also Published As
Publication number | Publication date |
---|---|
EP3951718A1 (en) | 2022-02-09 |
US20220058874A1 (en) | 2022-02-24 |
CN110135078B (en) | 2023-03-14 |
WO2020232917A1 (en) | 2020-11-26 |
CN110135078A (en) | 2019-08-16 |
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RIC1 | Information provided on ipc code assigned before grant |
Ipc: G06T 7/00 20170101ALI20220322BHEP Ipc: G06K 9/00 20220101ALI20220322BHEP Ipc: G06T 17/00 20060101AFI20220322BHEP |
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